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  # VLAC2 Benchmark Release
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- This release contains:
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- - `benchmark_json/`: ready-to-use benchmark JSON files for `train/` and the 4 test buckets
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- - `scripts/`: frame extraction utilities
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- - `vlac2_release_data/`: raw-data archives plus their manifest
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- - `docs/`: minimal usage notes
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- The release repo itself does not ship `_extracted_frames/`; the frame-extraction script creates that default output directory automatically when needed.
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- Before frame extraction, first unpack all raw-data archives into `vlac2_release_data/`.
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- See `docs/vlac2_public_release.md` for the end-to-end workflow.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  # VLAC2 Benchmark Release
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+ VLAC2 is a video-progress benchmark for long-horizon robot manipulation. This release provides benchmark JSON files with dense ground-truth progress targets, the associated raw-data archives, and a minimal frame-extraction workflow for reproducible evaluation.
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+ ## Contents
 
 
 
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+ - `benchmark_json/train/video_progress_benchmark_file.json`
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+ - `benchmark_json/test_expert_seen/video_progress_benchmark_file.json`
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+ - `benchmark_json/test_expert_unseen/video_progress_benchmark_file.json`
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+ - `benchmark_json/test_nonexpert_seen/video_progress_benchmark_file.json`
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+ - `benchmark_json/test_nonexpert_unseen/video_progress_benchmark_file.json`
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+ - `scripts/extract_vlac2_release_raw_archives.sh`
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+ - `scripts/extract_vlac2_release_frames.py`
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+ - `scripts/vlac2_release_common.py`
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+ - `vlac2_release_data/vlac2_release_data_part*.tar.zst`
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+
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+ ## Usage
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+ 1. Unpack all raw-data archives into `vlac2_release_data/`.
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+ ```bash
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+ bash scripts/extract_vlac2_release_raw_archives.sh /path/to/vlac2_release/vlac2_release_data
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+ ```
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+ 2. Extract benchmark frames from the raw videos.
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+ ```bash
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+ python scripts/extract_vlac2_release_frames.py --release-root /path/to/vlac2_release
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+ ```
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+ If `--output-root` is not specified, extracted frames are written to `/path/to/vlac2_release/_extracted_frames/`, which is created automatically by the script.
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+ 3. Use the benchmark JSON files for training or evaluation. Frame paths in the JSONs use the placeholder prefix `__VLAC2_RELEASE_ROOT__`, which should be replaced with the absolute path of the local release root.
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+ ## Notes
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+ - The benchmark JSON files are ready to use; users do not need to rebuild them.
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+ - A video decoder backend is required for frame extraction: `opencv-python` or `imageio`.
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+ - The raw-video distribution and the extracted-frame cache are intentionally separated so that users can regenerate frames locally under their own storage layout.